Deep smart contract intent detection
In recent years, researchers in the software security field have focused on detecting
vulnerabilities in smart contracts to avoid significant losses of crypto assets on the …
vulnerabilities in smart contracts to avoid significant losses of crypto assets on the …
CRPWarner: Warning the Risk of Contract-related Rug Pull in DeFi Smart Contracts
In recent years, Decentralized Finance (DeFi) has grown rapidly due to the development of
blockchain technology and smart contracts. As of March 2023, the estimated global …
blockchain technology and smart contracts. As of March 2023, the estimated global …
Safeguarding Blockchain Ecosystem: Understanding and Detecting Attack Transactions on Cross-chain Bridges
Cross-chain bridges are essential decentralized applications (DApps) to facilitate
interoperability between different blockchain networks. Unlike regular DApps, the …
interoperability between different blockchain networks. Unlike regular DApps, the …
[HTML][HTML] Detecting Rug-Pull: Analyzing Smart Contract Backdoor Codes in Ethereum
KW Yu, BM Lee - Applied Sciences, 2025 - mdpi.com
Smart contracts enable autonomous execution between contracting parties without a
centralized authority, thereby reducing contract management costs and enhancing the …
centralized authority, thereby reducing contract management costs and enhancing the …
The Kosmosis Use-Case of Crypto Rug Pull Detection and Prevention
P Stangl, CP Neumann - arXiv preprint arXiv:2405.19762, 2024 - arxiv.org
Current methods to prevent crypto asset fraud are based on the analysis of transaction
graphs within blockchain networks. While effective for identifying transaction patterns …
graphs within blockchain networks. While effective for identifying transaction patterns …
Beyond the Hype: A Meme Coin Reality Check for Retail Investors
D Krause - Available at SSRN 4891841, 2024 - papers.ssrn.com
In recent years, meme cryptocurrency coins have surged in popularity, evolving from online
jokes and viral social media trends to become a point of interest for young retail investors …
jokes and viral social media trends to become a point of interest for young retail investors …
DeFiAligner: Leveraging Symbolic Analysis and Large Language Models for Inconsistency Detection in Decentralized Finance
Abstract Decentralized Finance (DeFi) has witnessed a monumental surge, reaching 53.039
billion USD in total value locked. As this sector continues to expand, ensuring the reliability …
billion USD in total value locked. As this sector continues to expand, ensuring the reliability …
A Taxonomy of Anti-Fraud Measures within Token Economy: Insights from Rug Pull Schemes
C Sechting, P Raschke - 2024 6th Conference on Blockchain …, 2024 - ieeexplore.ieee.org
Decentralized Finance is still a growing sector that locks in billions of USD and serves as a
platform for scammers to defraud investors. The most common fraud is the so-called rug pull …
platform for scammers to defraud investors. The most common fraud is the so-called rug pull …
JANUS: A Difference-Oriented Analyzer For Financial Centralization Risks in Smart Contracts
W Wang, P Zhang, R Ji, W Huang, Z Meng… - arXiv preprint arXiv …, 2024 - arxiv.org
Some smart contracts violate decentralization principles by defining privileged accounts that
manage other users' assets without permission, introducing centralization risks that have …
manage other users' assets without permission, introducing centralization risks that have …
Serial Scammers and Attack of the Clones: How Scammers Coordinate Multiple Rug Pulls on Decentralized Exchanges
We explored in this work the ubiquitous phenomenon of serial scammers, who deploy
thousands of addresses to conduct a series of similar Rug Pulls on popular decentralized …
thousands of addresses to conduct a series of similar Rug Pulls on popular decentralized …